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Research classified by
Journal of
Economic Literature (JEL) codes Top JEL
/ C: Mathematical and Quantitative Methods
/ / C4: Econometric and Statistical Methods: Special Topics
/ / / C44: Statistical Decision Theory; Operations Research
This topic is covered by the following reading lists: Technology Assessment
Most recent items first, undated at the end.
2008 The Spectral Representation of Markov-Switching Arma Models by Beatrice Pataracchia [Downloadable!]
2008 Credit scoring with boosted decision trees by Bastos, Joao [Downloadable!]
2008 A note on solution of the nearest correlation matrix problem by von-Neumann matrix divergence by Mishra, SK [Downloadable!]
2008 Loss of Load Probability of a Power System by Pillai N, Vijayamohanan [Downloadable!]
2008 Stock Picking via Nonsymmetrically Pruned Binary Decision Trees by Anton Andriyashin [Downloadable!]
2008 Bad Luck When Joining the Shortest Queue by Blanc, J.P.C. [Downloadable!]
2008 Priorities In Romanian Tourism Development by Cristian Valentin Hapenciuc [Downloadable!]
2007 Cumulative prospect theory and second order stochastic dominance criteria: an application to mutual funds performance by Giuseppe De Nadai & Paolo Pianca [Downloadable!]
2007 Confidence Sets Based on Sparse Estimators Are Necessarily Large by Pötscher, Benedikt M. [Downloadable!]
2007 Methods to Elicit Forecasts from Groups: Delphi and Prediction Markets Compared by Green, Kesten C. & Armstrong, J. Scott & Graefe, Andreas [Downloadable!]
2007 Beam search-based algorithms for the circular packing problem by Hakim Akeb & Mhand Hifi [Downloadable!]
2007 Sensitivity analysis of the knapsack sharing problem : perturbation of the profit by Tarik Belgacem & Mhand Hifi [Downloadable!]
2007 Sensitivity analysis of the knapsack sharing problem : perturbation of the weight by Tarik Belgacem & Mhand Hifi [Downloadable!]
2007 Algorithms for the circular open dimension problem by Hakim Akeb & Mhand Hifi [Downloadable!]
2007 Adaptive beam search solution procedures for constrained circular cutting problems by Hakim Akeb & Mhand Hifi [Downloadable!]
2007 The Truncated Core for Games with Limited Aspirations by Luisa Carente & Balbina Casas-Mendez & Ignacio Carcia-Jurado & Anne van den Nouweland [Downloadable!]
2007 A Parsimonious Model of Subjective Life Expectancy by Alexander Ludwig & Alexander Zimper [Downloadable!]
2007 A Monte Carlo Study of Efficiency Estimates from Frontier Models by William C. Horrace & Seth O. Richards [Downloadable!]
2007 Duration Models and Point Processes by Jean-Pierre Florens & Denis Fougère & Michel Mouchart [Downloadable!]
2007 RuttOpt – A decision support system for routing of logging trucks by Andersson, Gert & Flisberg, Patrik & Lidén, Bertil & Rönnqvist, Mikael [Downloadable!]
2007 A hybrid method based on linear programming and tabu search for routing of logging trucks by Flisberg, Patrik & Lidén, Bertil & Rönnqvist, Mikael [Downloadable!]
2007 How to Attain Minimax Risk with Applications to Distribution-Free Nonparametric Estimation and Testing by Karl H. Schlag [Downloadable!]
2007 Distribution-Free Learning by Karl H. Schlag [Downloadable!]
2007 The (topo)logic of vagueness by Hill, Brian [Downloadable!]
2007 Optimal Resource Management in the Presence of a Deleterious Alien Species by Amitrajeet A. Batabyal & Peter Nijkamp [Downloadable!]
2007 Statistical Testing of Optimality Conditions in Multiresponse Simulation-based Optimization (Revision of 2005-81) by Bettonvil, B.W.M. & Castillo, E. del & Kleijnen, J.P.C. [Downloadable!]
2007 Universality of Bayesian Predictions by Sancetta, A. [Downloadable!]
2007 Induced aggregation operators in decision making with the Dempster-Shafer belief structure by Jose M. Merigo Lindahl & Montserrat Casanovas Ramon [Downloadable!]
2007 Contracts and uncertainty by Sandroni, Alvaro & Olszewski, Wojciech [Downloadable!]
2007 Testing for (Efficiency) Catching-up by Daniel J. Henderson & Valentin Zelenyuk
2007 Thinking about instrumental variables (in Russian) by Christopher A. Sims [Downloadable!]
2007 Asignación de primas en el seguro del automóvil utilizando el Análisis en Componentes Principales Funcionales = Premium allocation in the car insurance by using Functional Principal Component Analysis by Segovia González, M. Manuela & Guerrero Casas, Flor M. & Herranz Peinado, C. Patricia [Downloadable!]
2006 Evaluations: Hidden Costs, Questionable Benefits, and Superior Alternatives by Bruno S. Frey & Margit Osterloh [Downloadable!]
2006 Segmentation model with respect to the difference in means by Marcin Owczarczuk [Downloadable!]
2006 Nested Pseudo-likelihood Estimation and Bootstrap-based Inference for Structural Discrete Markov Decision Models by Hiroyuki Kasahara & Katsumi Shimotsu [Downloadable!]
2006 On Infinite Horizon Optimal Stopping of General Random Walk by Jukka Lempa [Downloadable!]
2006 Robustness of computer algorithms to simulate optimal experimentation problems by Thomas Cosimano & Michael Gapen & David Kendrick & Volker Wieland [Downloadable!]
2006 Nested Pseudo-likelihood Estimation and Bootstrap-based Inference for Structural Discrete Markov Decision Models by Hiroyuki Kasahara & Katsumi Shimotsu [Downloadable!]
2006 Revenue Comparisons for Auctions When Bidders Have Arbitrary Types by Che, Yeon-Koo & Gale, Ian [Downloadable!]
2006 Least Squares Fitting of Chacón-Gielis Curves by the Particle Swarm Method of Optimization by Mishra, SK [Downloadable!]
2006 Supply chain planning of harvest operations and transportation after the storm Gudrun by Broman, Håkan & Frisk, Mikael & Rönnqvist, Mikael [Downloadable!]
2006 Designing Non-Parametric Estimates and Tests for Means by Karl H. Schlag [Downloadable!]
2006 Aspiration formation and satisficing in isolated and competitive search by Werner Güth & Ev Martin & Torsten Weiland [Downloadable!]
2006 Towards a "sophisticated" model of belief dynamics by HILL, Brian [Downloadable!]
2006 Optimization of simulated inventory systems : optquest and alternatives by Kleijnen, Jack P.C. & Wan, Jie [Downloadable!]
2006 White noise assumptions revisited : regression models and statistical designs for simulation practice by Kleijnen, Jack P.C. [Downloadable!]
2006 Logistic efficiency through horizontal cooperation: the case of Flemish road transportation companies by Cruijssen, Frans & Dullaert, Wout & Joro, Tarja [Downloadable!]
2006 Regression models and experimental designs : a tutorial for simulation analysts by Kleijnen, Jack P.C. [Downloadable!]
2006 Regulatory and Environmental Effects on Public Transit Efficiency. A Mixed DEA-SFA Approach by Buzzo Margari Beniamina & Erbetta Fabrizio & Petraglia Carmelo & Piacenza Massimiliano [Downloadable!]
2006 Evaluations: Hidden Costs, Questionable Benefits, and Superior Alternatives by Bruno S. Frey & Margit Osterloh [Downloadable!]
2006 E-Cognocracy: New Society, New Democracy”/E-Cognocracia: Nueva sociedad, nueva democracia by MORENO JIMÉNEZ, JOSÉ MARÍA [Downloadable!]
2006 Measuring technical efficiency in schools: a critic revision by Daniel Santín [Downloadable!]
2005 Analysis Of The Decision Making Processes In Npd Projects Within Innovative Companies. An Empirical Study In The Valencian Region (Spain) by Jon Mikel Zabala Iturriagagoitia & Mónica García Melón [Downloadable!]
2005 Solving, Estimating and Selecting Nonlinear Dynamic Economic Models without the Curse of Dimensionality by Viktor Winschel [Downloadable!]
2005 How information influences the cost of transport in a supply chain, a monte carlo simulation by Xavier Brusset [Downloadable!]
2005 Comparison between minimum purchase, quantity flexibility contracts and spot procurement in a supply chain by Xavier Brusset [Downloadable!]
2005 Transport contract optimization under information asymmetry: an example by Xavier Brusset & Nico Temme [Downloadable!]
2005 Measuring Customer Value Gaps: An Empirical Study in Mexican Retail Market by Rajagopal [Downloadable!]
2005 Measuring Customer Value and Market Dynamics for New Products of a Firm:An Analytical Construct for Gaining Competitive Advantage by Rajagopal [Downloadable!]
2005 Optimal Experimentation a Comparison of the Perturbation and Dynamic Programming Algorithms by Michael T. Gapen & Thomas F. Cosimano
2005 Eigenvector Procedure based on Weighted Preference Flows in Multicriteria Outranking Analysis by Santha Chenayah & Eiji Takeda [Downloadable!]
2005 Finance, PROMETHEE Multicriteria Analysis for Evaluation of Recycling Strategies in Malaysia by Santha Chenayah & Eiji Takeda [Downloadable!]
2005 Gestire il cliente con il CRM e la Business Intelligence: tra storia e dati by Cinzia COLAPINTO [Downloadable!]
2005 Approaches for the Joint Evaluation of Hypothesis Tests: Classical Testing, Bayes Testing, and Joint Confirmation by Kunst, Robert M. [Downloadable!]
2005 Testing for Stochastic Dominance Efficiency by Olivier Scaillet & Nikolas Topaloglou [Downloadable!]
2005 Improved Approximation of the General Soft-Capacitated Facility Location Problem by Alfandari, Laurent [Downloadable!]
2005 Dispatching and layout rules at an automated container terminal by Vis, Iris F.A. & Bakker, Maurice [Downloadable!]
2005 Series Expansions for Finite-State Markov Chains by Bernd Heidergott & Arie Hordijk & Miranda van Uitert [Downloadable!]
2005 Statitical testing of optimality conditions in multiresponse simulation-based optimization by Bettonvil, Bert & Castillo, Enrique del & Kleijnen, Jack P.C. [Downloadable!]
2005 Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping by Beers, Wim C.M. van & Kleijnen, Jack P.C. [Downloadable!]
2005 Too Large or Too Small? Returns to Scale in a Retail Network by Frantisek Brazdik & Viliam Druska [Downloadable!]
2005 The European Union GDP Forecast Rationality under Asymmetric Preferences by George A. Christodoulakis [Downloadable!]
2004 Asymmetric loss utility: an analysis of decision under risk by Alex Strashny [Downloadable!]
2004 Bayesian Semiparametric Regression for Autoregressive Models with Possible Unit Roots by Ricardo Gonçalves Silva [Downloadable!]
2004 Finite Mixture Analysis of Beauty-Contest Data from Multiple Samples by Antoni Bosch-Domènech & José Garcia Montalvo & Rosemarie Nagel & Albert Satorra [Downloadable!]
2004 Strip generation algorithms for constrained two-dimensional two-staged cutting problems : part II by Mhand Hifi & Rym M'Hallah
2004 An exact algorithm for the multiple-choice multidimensional knapsack problem by Mhand Hifi & Slim Sadfi & Abdelkader Sbihi
2004 Fundamentalentscheidungen bei unvollkommener Information: UMTS-Lizenzen ersteigern oder verweigern, Übernehmen oder Übernommen werden, Rentenwende oder -ende, Glaube oder Unglaube? by Reinhard Haupt & Armin Scholl [Downloadable!]
2004 Managament in a New and Experimentally Organized Economy by Eliasson, Gunnar [Downloadable!]
2004 Better may be worse: Some monotonicity results and paradoxes in discrete choice by Mattsson, Lars-Göran & Voorneveld, Mark & Weibull, Jörgen W.
2004 Jackstrapping Dea Scores For Robust Efficiency Measurement by Darcy Ribeiro & Maria da Conceição Sampaio de Sousa
2004 Choice Rules with Size Constraints for Multiple Criteria Decision Making by Alfandari, Laurent [Downloadable!]
2004 Taxation and Rotation Age under Stochastic Forest Stand Value by Luis H. R. Alvarez & Erkki Koskela [Downloadable!]
2003 On Ranking and Selection from Independent Truncated Normal Distributions by William C. Horrace [Downloadable!]
2003 Optimal Experimentation and the Perturbation Method by Thomas F. Cosimano
2003 On a CAPM monitoring based on the EWMA process control by Bakhodir A Ergashev [Downloadable!]
2003 Novel Methods for Multivariate Ordinal Data applied to Genetic Diplotypes, Genomic Pathways, Risk Profiles, and Pattern Similarity by Wittkowski, Knut M. [Downloadable!]
2003 The Dynamics of Repeat Migration: A Markov Chain Analysis by Constant, Amelie & Zimmermann, Klaus F. [Downloadable!]
2003 In Search of An ICT Impact on TFP: Evidence from Industry Panel Data by Vecchi, Michela & Mary O'Mahony [Downloadable!]
2003 Gradient Estimation for a Class of Systems with Bulk Services: A Problem in Public Transportation by Felisa J. Vazquez-Abad & Bernd Heidergott [Downloadable!]
2003 Derivation of monotone decision models from non-monotone data by Daniels, H. & Velikova, M. [Downloadable!]
2003 The Impossibility of Strategy-Proof Clustering by Javier Perote Peña & Juan Perote Peña [Downloadable!]
2002 How Do Behavioral Assumptions Affect Structural Inference? Evidence From A Laboratory Experiment by Daniel Houser & Joachim Winter [Downloadable!]
2002 Circular Variable Work In Process by Luis Vildosola [Downloadable!]
2002 Modeling Electricity Auctions by David Harbord & Natalia Fabra & Nils-Henrik von der Fehr [Downloadable!]
2002 To Train or Not To Train: Optimal Treatment Assignment Rules Using Welfare-to-Work Experiments by John V. Pepper [Downloadable!]
2002 The Political Economy of Global Warming. From Data to Decisions by Erling Røed Larsen [Downloadable!]
2002 Strategies for Optimal Decision Guidance through Information Services by Dirk Helbing & Martin Sch
2002 Risk and Multi-resolution Regimes in Volatility Processes by Enrico Capobianco
2002 Reconstructing the Kalman Filter for Stationary and Non Stationary Time Series by Ralph D. Snyder & Catherine S. Forbes [Downloadable!]
2002 How Do Behavioral Assumptions Affect Structural Inference? Evidence From A Laboratory Experiment by Daniel Houser & Joachim Winter [Downloadable!]
2002 Reliability and rationing cost in a power system by N. Vijayaymohanan Pillai [Downloadable!]
2002 The Compensation mechanism in the rains model: the Norwegian targets for acidification by Finn R. Førsund & Ove Wolfgang [Downloadable!]
2002 Perturbed Markov Chains by VIEILLE, Nicolas & SOLAN, Eilon [Downloadable!]
2002 Approximating a sequence of observations by a simple process by VIEILLE, Nicolas & ROSENBERG, Dinah & SOLAN, Eilon [Downloadable!]
2002 Simulating an (R,s,S) inventory system by Strijbosch, L.W.G. & Moors, J.J.A. [Downloadable!]
2002 Wie beeinflusst das Umfeld einer Bank die Effizienz? - Eine DEA-Analyse fuer die Bayerischen Genossenschaftsbanken by Andreas Wutz [Downloadable!]
2002 Imagen turística de las Comunidades Autónomas españolas ante una demanda segmentada by TRUJILLO ARANDA, F. & LÓPEZ DELGADO, P. & ALARCÓN URBISTONDO, P. [Downloadable!]
2002 Evaluación de la actividad investigadora universitaria: Una aplicación a la Universidad de Valladolid by CASTRODEZA CHAMORRO, C & PEÑA GARCÍA, T. [Downloadable!]
2001 Consumer Search: Not Enough Or Too Much? by Rami Zwick & Amnon Rapoport & Alison King Chung Lo & A. V. Muthukrishnan [Downloadable!]
2001 The Timing of Uncertainty and The Intensity of Policy by P. Ruben Mercado
2001 Risk Neutral Forecasting by Spyros Skouras [Downloadable!]
2001 The use of Fuzzy Decision Tree Analysis in Monitoring a Minimum Wage by Malcolm Beynon, Keith Whitfield
2001 On the economics of the optimal fallow-cultivation cycle by Willassen,Y. [Downloadable!]
2001 Nonparametric Competing Risks Models : Identification and Strong Consistency by Rolin, J.M.
2001 Estimation in Discrete Parameter Models by Choirat, C. & Seri, R.
2001 On the Variation of Hedging Decisions in Daily Currency Risk Management by Charles S. Bos & Ronald J. Mahieu & Herman K. van Dijk [Downloadable!]
2001 Daily Exchange Rate Behaviour and Hedging of Currency Risk by Charles S. Bos & Ronald J. Mahieu & Herman K. van Dijk [Downloadable!]
2001 Exact fill rates for (R, s, S) inventory control with gamma distributed demand by Moors, J.J.A. & Strijbosch, L.W.G. [Downloadable!]
2001 Simple Sequencing Problems with Interdependent Costs by Manipushpak Mitra & Roland Hain [Downloadable!]
2001 Incomplete Information and Multiple Machine Queueing Problems by Manipushpak Mitra [Downloadable!]
2001 research articles : Mechanism design in queueing problems by Manipushpak Mitra [Downloadable!]
2001 Are the New U.S. Composite Leading Economic Indicators More Informative? by Mehdi Mosthaghimi
2000 Overtime Hours in Great Britain Over the Period 1975-1999: A panel Data Analysis by Kalwig, A.S. & Gregory, M.
2000 Overtime Hours in Great Britain Over the Period 1975-1999: A Panel Data Analysis by Mary Gregory & Adriaan S. Kalwij [Downloadable!]
2000 Overtime Hours in Great Britain over the Period 1975-1999: A Panel Data Analysis by Kalwij, Adriaan S. & Gregory, Mary [Downloadable!]
2000 Stable Dynamics in Transportation Systems by Nesterov, Y. & Palma, A.
2000 Some Applications of the Poincare Separation Theorem in Data Analysis by Rolle, J.-D.
2000 Robust Portfolio Selection by Victoria-Feser, M.-P.
2000 Evaluating Social Policy by Experimental and Nonexperimental Methods by Bratberg, E. & Grasdal, A. & Risa, A.E.
2000 On the variation of hedging decisions in daily currency risk management by C.S. Bos & R.J. Mahieu & H.K. Van Dijk [Downloadable!]
2000 Daily exchange rate behaviour and hedging of currency risk by C.S. Bos & R.J. Mahieu & H.K. Van Dijk [Downloadable!]
2000 Einfluss der Modellierung auf die Effizienz der Bank - Produktions- und Intermediationsansatz im Vergleich by Andreas Wutz [Downloadable!]
2000 exposita notes : Upper and lower bounds for expected utility by Marco LiCalzi [Downloadable!]
2000 El posicionamiento de las comunidades autónomas en la demanda turística extranjera by LÓPEZ DELGADO, P. & ALARCÓN URBISTONDO, P. & MARTÍN ARMARIO, J. [Downloadable!]
2000 La importancia de la estructuración en tablas de los datos: Una aplicación by M. I., LANDALUCE CALVO & S., APARICIO CASTILLO [Downloadable!]
2000 Análisis de la opinión pública española sobre la influencia ciudadana en las decisiones gubernamentales mediante modelos de asociación para variables categóricas by SÁNCHEZ RIVERO, M. & FAJARDO CALDERA, M.A. [Downloadable!]
2000 El pesar en el proceso analítico jerárquico1 by MORENO JIMÉNEZ, J.Mª & ESCOBAR URMENETA, Mª T. [Downloadable!]
1999 Causal Relationship Between Indicators of Human Health, the Environment and Socioeconomic Variables for the OECD Countries by Mariam, Yohannes [Downloadable!]
1999 Monte Carlo simulations of DEA efficiency measures and hypothesis tests by Kittelsen,S.A.C. [Downloadable!]
1999 Risk Taking in Selection Contests by Hvide, H.K. & Kristiansen, E.G.
1999 Towards a General Formal Framework for Polynomial Approximation (some Constitutive Elements of a New Problematics) by Demange, M. & Paschos, V.T.
1999 Towards a General Formal Framework for Polynomial Approximation (some Constitutive Elements of a New Problematics) by Demange, M. & Paschos, V.T.
1999 Approximating values and solutions of NP-optimization problems: Concepts and examples by Demange, M. & Lorenzo, J.
1999 Approximating values and solutions of NP-optimization problems: Concepts and examples by Demange, M. & Lorenzo, J.
1999 Daily Exchange Rate Behaviour and Hedging of Currency Risk by Bos, C.S. & Mahieu, R.J. & van Dijk, H.K.
1999 Testing Common Deterministic Seasonality, with an Application to Industrial Production by Franses, Ph.H.B.F. & Kunst, R.M.
1999 Daily Exchange Rate Behaviour and Hedging of Currency Risk by Charles S. Bos & Ronald J. Mahieu & Herman K. van Dijk [Downloadable!]
1999 Inventory modelling for a manufacturer of sweet : an evaluation of an adjusted compound renewal approach for B-items with a relative short production lead time by Heuts, R.M.J. & Luijten, M.L.J. [Downloadable!]
1999 Testing for Infinite Order Stochastic Dominance with Applications to Finance, Risk and Income Inequality by Knight, J. & Satchell, S. [Downloadable!]
1999 Model Selection in Threshold Models by Kapetanios, G. [Downloadable!]
1998 Economia sintetica by Luis Vildosola [Downloadable!]
1998 Bayesian Analysis of Road Accidents: A General Framework for the Multinomial Case by Bolduc, Denis & Bonin, Sylvie [Downloadable!]
1998 Unit Roots, Change, and Decision Bounds by Kunst, Robert M. [Downloadable!]
1998 Wald Revisited: The Optimal Level of Experimentation by Giuseppe Moscarini & Lones Smith [Downloadable!]
1998 El método de subasta como complemento al PERT clásico by GARCÍA PÉREZ, J. [Downloadable!]
1998 Una escala para la clasificación de variables socio-económicas en función del Coeficiente de Discriminación de Ivanovic by Miguiel Uceta, S. [Downloadable!]
1998 Una panorámica regional de la educación superior en España by JOSÉ MARCOS AFONSO CASADO & MONTSERRAT HERNÁNDEZ LÓPEZ [Downloadable!]
1997 SEARCH, Variable Sample Size, A Computational Solution by Pedro Cosme [Downloadable!]
1997 Strong Minimax Lower Bounds for Learning by Andras Antos & Gábor Lugosi [Downloadable!]
1997 Asymptotic Properties of HPD Regions in the Discrete Case by Rousseau, J.
1997 A note on optimal estimation from a risk management perspective under possibly mis-specified tail behavior by Lucas, Andr‚ [Downloadable!]
1997 Budget setting strategies for the company's divisions by Berg, M. & Brekelmans, R. & De Waegenaere, A. [Downloadable!]
1997 Análisis de diferencias estructurales interregionales determinantes en el impacto de la política monetaria by Rodríguez-Fuentes, Carlos Javier & Hernández-López, Montserrat [Downloadable!]
1996 A Data-Dependent Skeleton Estimate and a Scale-Sensitive Dimension for Classification by Marta Horvath & Gábor Lugosi [Downloadable!]
1996 Identifying Outlier Firms in Multiple Output Efficiency Models by Hill, R.J. & Fox, K.J.
1996 Goodness of Fit for the Constancy of a Classical Statistical Model Over Time by Koning, A.J.
1996 Monitoring Reports with a Self-Interested Inspector by Gotz, M. & Summer, M.
1995 Cognition in Seemingly Riskless Choices and Judgments by Levy-Garboua, L. & Montmarquette, C.
1995 Additional Critical Values and Asymptotic Representations for Seasonal Unit Roots Tests by Smith, R.J. & Taylor, R.
1994 Técnicas multicriterio discretas en la planificación de cuencas fluviales by María Teresa Escobar Urmeneta & José María Moreno Jiménez [Downloadable!]
1993 The Limits to Common Resource Management: The Bypassed Commons or Commons without Tragedy by Kebede, Yohannes [Downloadable!]
1992 Race and School Quality Since Brown vs. Board of Education by Michael Boozer & Alan Krueger & Shari Wolkon [Downloadable!]
1992 Causality and Efficiency in the Coffee Futures Market by Kebede, Yohannes [Downloadable!]
1992 Support pour l'otention d'un consensus dans une decision de groupe by Martel, J.M. & Kiss, L.N.
This page was last updated on 2008-7-20.
This information is provided to you by IDEAS at the Department of Economics , College of Liberal Arts and Sciences , University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics .